Fixing Dockerfile v13

Dockerfile

@@ -1,44 +1,46 @@
-
 # Use Python 3.12 slim image as base
 FROM python:3.12-slim
 
-# Set up a new user named "user" with user ID 1000
-RUN useradd -m -u 1000 user
+# First: System-level operations that require root
+RUN apt-get update && apt-get install -y \
+    bash \
+    wget \
+    git \
+    git-lfs \
+    && rm -rf /var/lib/apt/lists/*
+
+# Second: Create user and set up directories
+RUN useradd -m -u 1000 user && \
+    mkdir -p /app/logs /app/.cache /app/models && \
+    chmod 777 /app/logs /app/.cache /app/models && \
+    chown -R user:user /app
+
+# Third: Switch context to user
+USER user
 
-# Set home to the user's home directory and add local bin to PATH
+# Fourth: Set up environment for user
 ENV HOME=/home/user \
     PATH=/home/user/.local/bin:$PATH
 
-# Create necessary directories first
-RUN mkdir -p /app/logs /app/.cache /app/models \
-    && chmod 777 /app/logs /app/.cache /app/models
-
-# Set working directory to the user's app directory
+# Fifth: Set working directory
 WORKDIR $HOME/app
 
-# Copy requirements first to leverage Docker cache
+# Rest of the Dockerfile continues with user-level operations
 COPY --chown=user requirements.txt .
 
-# Install dependencies as the user
-USER user
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r requirements.txt
 
-# Copy the application code with correct ownership
 COPY --chown=user main $HOME/app/main
 COPY --chown=user utils $HOME/app/utils
 
-# Set environment variables
 ENV PYTHONPATH=$HOME/app/main
 ENV PYTHONUNBUFFERED=1
 ENV HF_HOME=$HOME/app/.cache
 
-# Expose secret at buildtime if needed
 RUN --mount=type=secret,id=HF_TOKEN,mode=0444,required=true \
     export HF_TOKEN=$(cat /run/secrets/HF_TOKEN)
 
-# Expose the port (Hugging Face API runs on 7680)
 EXPOSE 7680
 
-# Command to run the application
-CMD ["python", "-m", "main.app"]
+CMD ["python", "-m", "main.app"]